| Adaptable and data-driven softwarized networks: Review, opportunities, and challenges W Kellerer, P Kalmbach, A Blenk, A Basta, M Reisslein, S Schmid Proceedings of the IEEE 107 (4), 711-731, 2019 | 130 | 2019 |
| Empowering self-driving networks P Kalmbach, J Zerwas, P Babarczi, A Blenk, W Kellerer, S Schmid Proceedings of the afternoon workshop on self-driving networks, 8-14, 2018 | 64 | 2018 |
| Boost online virtual network embedding: Using neural networks for admission control A Blenk, P Kalmbach, P Van Der Smagt, W Kellerer 2016 12th International Conference on Network and Service Management (CNSM …, 2016 | 61 | 2016 |
| O'zapft is: Tap your network algorithm's big data! A Blenk, P Kalmbach, W Kellerer, S Schmid Proceedings of the Workshop on Big Data Analytics and Machine Learning for …, 2017 | 45 | 2017 |
| NeuroViNE: A neural preprocessor for your virtual network embedding algorithm A Blenk, P Kalmbach, J Zerwas, M Jarschel, S Schmid, W Kellerer IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 405-413, 2018 | 43 | 2018 |
| Algorithm-data driven optimization of adaptive communication networks M He, P Kalmbach, A Blenk, W Kellerer, S Schmid 2017 IEEE 25th International Conference on Network Protocols (ICNP), 1-6, 2017 | 31 | 2017 |
| A mathematical framework for measuring network flexibility P Babarczi, M Klügel, AM Alba, M He, J Zerwas, P Kalmbach, A Blenk, ... Computer Communications 164, 13-24, 2020 | 23 | 2020 |
| Netboa: Self-driving network benchmarking J Zerwas, P Kalmbach, L Henkel, G Rétvári, W Kellerer, A Blenk, ... Proceedings of the 2019 Workshop on Network Meets AI & ML, 8-14, 2019 | 18 | 2019 |
| Enabling proportionally-fair mobility management with reinforcement learning in 5G networks A Prado, F Stöckeler, F Mehmeti, P Krämer, W Kellerer IEEE Journal on Selected Areas in Communications 41 (6), 1845-1858, 2023 | 16 | 2023 |
| Ahab: Data-driven virtual cluster hunting J Zerwas, P Kalmbach, C Fuerst, A Ludwig, A Blenk, W Kellerer, S Schmid 2018 IFIP Networking Conference (IFIP Networking) and Workshops, 1-9, 2018 | 12 | 2018 |
| Modeling the cost of flexibility in communication networks AM Alba, P Babarczi, A Blenk, M He, P Kalmbach, J Zerwas, W Kellerer IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 11 | 2021 |
| Themis: A data-driven approach to bot detection P Kalmbach, A Blenk, W Kellerer, S Schmid IEEE INFOCOM 2018-IEEE Conference on Computer Communications Workshops …, 2018 | 10 | 2018 |
| Kapetánios: Automated kubernetes adaptation through a digital twin J Zerwas, P Krämer, RM Ursu, N Asadi, P Rodgers, L Wong, W Kellerer 2022 13th International Conference on Network of the Future (NoF), 1-3, 2022 | 8 | 2022 |
| D2A: Operating a Service Function Chain Platform With Data-Driven Scheduling Policies P Krämer, P Diederich, C Krämer, R Pries, W Kellerer, A Blenk IEEE Transactions on Network and Service Management 19 (3), 2839-2853, 2022 | 8 | 2022 |
| NOracle: Who is communicating with whom in my network? P Kalmbach, D Hock, F Lipp, W Kellerer, A Blenk Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 48-50, 2019 | 7 | 2019 |
| Ismael: Using machine learning to predict acceptance of virtual clusters in data centers J Zerwas, P Kalmbach, S Schmid, A Blenk IEEE Transactions on Network and Service Management 16 (3), 950-964, 2019 | 7 | 2019 |
| GPU accelerated planning and placement of edge clouds P Kalmbach, A Blenk, W Kellerer, R Pries, M Jarschel, M Hoffmann 2019 International Conference on Networked Systems (NetSys), 1-3, 2019 | 7 | 2019 |
| Generating synthetic internet-and ip-topologies using the stochastic-block-model P Kalmbach, A Blenk, M Kluegel, W Kellerer 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2017 | 7 | 2017 |
| sfc2cpu: Operating a service function chain platform with neural combinatorial optimization P Krämer, P Diederich, C Krämer, R Pries, W Kellerer, A Blenk 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2021 | 6 | 2021 |
| Modeling IP-to-IP Communication using the Weighted Stochastic Block Model P Kalmbach, L Gleiter, J Zerwas, A Blenk, W Kellerer, S Schmid Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 48-50, 2018 | 5 | 2018 |
Wolfgang KellererProfessor for Communication Networks at Technical University of MunichAdresse e-mail validée de tum.de
